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Massimiliano Pontil

Principal Researcher, Istituto Italiano di Tecnologia

1 paper at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products

#3514 · Julien Siems, Timur Carstensen, Arber Zela, Frank Hutter, Massimiliano Pontil, Riccardo Grazzi

We extend DeltaNet by using products of householders as state-transition matrices allowing us to trade-off expressivity and computational complexity.